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表观扩散系数直方图分析预测直肠癌新辅助放化疗反应。

Apparent diffusion coefficient histogram analysis for predicting neoadjuvant chemoradiotherapy response in patients with rectal cancer.

机构信息

Radiology Unit, Akçakoca State Hospital, Akçakoca, Düzce, Turkey.

Department of Radiology, Ankara University, School of Medicine, Ankara, Turkey.

出版信息

Diagn Interv Radiol. 2022 Sep;28(5):403-409. doi: 10.5152/dir.2022.201112.

Abstract

PURPOSE This study aimed to retrospectively evaluate the apparent diffusion coefficient (ADC) histograms in predicting chemoradiotherapy (CRT) response in patients with locally advanced rectal cancer (LARC). METHODS A total of 51 patients who underwent surgery in our institution for rectal cancer following neoadjuvant CRT between November 2013 and July 2019 were enrolled. Conventional magnetic resonance (MR) and diffusion-weighted images obtained before and after CRT were evaluated retrospectively. All tumor-containing regions of interests were drawn in 3 selected axial images, and special software for histogram analysis was used to evaluate ADC distribution. ADC cutoff values from post-CRT ADC histogram were calculated from receiver operating characteristic (ROC) analysis for evaluating CRT response. RESULTS In histopathological analysis, 5 patients (9.8%) had minimal response (group 1), 31 patients (60.8%) had partial response (group 2), and 15 patients (29.4%) had complete or almost complete response (group 3). In the ADC histogram, minimum, maximum, 10th, 25th, 50th, 75th, and 90th percentile, mean ADC values, and skewness values of groups 2 and 3 showed significant changes before and after CRT, but no difference was found within group 1 values. The mean, 25th, 50th, 75th percent ADC values after CRT and skewness, and kurtosis values were significantly different between group 1 and group 3. Skewness value from the ADC histogram in postCRT magnetic resonance imaging had the best diagnostic performance with an area under the ROC curve of 0.851 (P =.003) for detecting group 3. The skewness cutoff calculated from the ROC analysis was 0.210 for evaluating CRT response. The sensitivity and specificity of the cut-off value were 100% and 61.4%, respectively. CONCLUSION The ADC histogram analysis seems to have potential application in predicting response to neoadjuvant CRT in patients with locally advanced rectal cancer.

摘要

目的

本研究旨在回顾性评估表观扩散系数(ADC)直方图在预测局部晚期直肠癌(LARC)患者放化疗(CRT)反应中的作用。

方法

回顾性分析 2013 年 11 月至 2019 年 7 月在我院接受新辅助 CRT 后手术治疗的 51 例直肠癌患者。评估所有患者治疗前后的常规磁共振(MR)和弥散加权成像。在 3 个选定的轴位图像上绘制所有包含肿瘤的感兴趣区,并使用专用的直方图分析软件评估 ADC 分布。通过接受者操作特征(ROC)分析计算 CRT 后 ADC 直方图的 ADC 截断值,以评估 CRT 反应。

结果

组织病理学分析显示,5 例(9.8%)患者为最小反应(组 1),31 例(60.8%)患者为部分反应(组 2),15 例(29.4%)患者为完全或几乎完全反应(组 3)。在 ADC 直方图中,组 2 和 3 的最小、最大、第 10 百分位、第 25 百分位、第 50 百分位、第 75 百分位和第 90 百分位、平均 ADC 值和偏度值在 CRT 前后均有显著变化,但组 1 内值无差异。组 1 和组 3 之间,CRT 后平均 ADC 值、第 25 百分位、第 50 百分位、第 75 百分位 ADC 值以及偏度和峰度值差异均有统计学意义。CRT 后磁共振成像 ADC 直方图的偏度值对诊断组 3 的曲线下面积(AUC)最大,为 0.851(P=.003)。从 ROC 分析中计算得出的偏度截断值为 0.210,用于评估 CRT 反应。该截断值的灵敏度和特异性分别为 100%和 61.4%。

结论

ADC 直方图分析似乎在预测局部晚期直肠癌患者新辅助 CRT 反应方面具有潜在的应用价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e6b/9682593/a1cfcdbaa40c/dir-28-5-403_f001.jpg

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